Название: Parallel Algorithms in Computational Science and Engineering (Modeling and Simulation in Science, Engineering and Technology)
Автор: Ananth Grama (Editor), Ahmed H. Sameh (Editor)
Издательство: Springer
Год: 2020
Формат: True PDF
Страниц: 421
Размер: 28.2 Mb
Язык: English

This contributed volume highlights two areas of fundamental interest in high-performance computing: core algorithms for important kernels and computationally demanding applications. The first few chapters explore algorithms, numerical techniques, and their parallel formulations for a variety of kernels that arise in applications. The rest of the volume focuses on state-of-the-art applications from diverse domains.

Название: The Hundred-Page Machine Learning Book
Автор: Andriy Burkov
Издательство: Andriy Burkov
Год: 2019
Страниц: 161
Язык: английский
Формат: True PDF, ePub
Размер: 40.3 MB

Everything you really need to know in Machine Learning in a hundred pages.
Let’s start by telling the truth: machines don’t learn. What a typical “learning machine” does, is finding a mathematical formula, which, when applied to a collection of inputs (called “training data”), produces the desired outputs. This mathematical formula also generates the correct outputs for most other inputs (distinct from the training data) on the condition that those inputs come from the same or a similar statistical distribution as the one the training data was drawn from.

Название: Agile: Essentials of Team and Project Management. Manifesto for Agile Software Development
Автор: Alex Campbell
Издательство: Independently published
Год: 2020
Язык: английский
Формат: pdf, azw3, epub
Размер: 10.1 MB

Leading an Agile team calls for unexpected changes and typical project management tactics. You simply can't approach an Agile Project with the same mentality as you usually use. Agile teams are self-organized, self-directing, and lack a hierarchical structure that often defines project management. But even with the lack of common elements, you can be a team leader and guide your project to success. Even if you're not familiar with coding or software development, understanding the Agile manifesto, and the basics of Agile project management, you can be a valued part of the team.

Название: Software Engineering: Principles and Practices
Автор: Rajesh Narang
Издательство: McGraw Hill Education
Год: 2015
Формат: PDF
Размер: 11 Мб
Язык: английский / English

Taking care of all basics of syllabi and subject, this book on Software Engineering covers right from the fundamentals of the subject till industry oriented topics like Project Management, Change Management, Strategic Control and Hosting Model. All across the book, the content is kept in sync with latest trends like Social-Mobile-Analytics-Cloud (SMAC).

Название: Django for APIs: Build web APIs with Python and Django
Автор: William S. Vincent
Издательство: Leanpub
Год: 2020
Формат: PDF, EPUB
Страниц: 179
Размер: 15,2 Mb
Язык: English

Learn how to build web APIs with Python and Django 3.0.

Take a modern API-first approach to creating 3 different Django back-ends: a Library API, Todo API, and a Blog API with user authentication, permissions, proper documentation, and more. You'll even learn how to connect them to a React front-end for a truly full-stack web application.

Название: Genetic Algorithms with Python
Автор: Clinton Sheppard
Издательство: Leanpub
Год: 2019
Формат: PDF
Страниц: 297
Размер: 10 Mb
Язык: English

Genetic algorithms are one of the tools you can use to apply machine learning to finding good, sometimes even optimal, solutions to problems that have billions of potential solutions. This book gives you experience making genetic algorithms work for you, using easy-to-follow example problems that you can fall back upon when learning to use other machine learning tools and techniques. Each chapter is a step-by-step tutorial that helps to build your skills at using genetic algorithms to solve problems.

Название: The Kubernetes Book
Автор: Nigel Poulton
Издательство: Leanpub
Год: 2020-02-19
Формат: PDF, EPUB, MOBI
Страниц: 163
Размер: 24 Mb
Язык: English

Containers are here and resistance is futile! Now that people are getting their heads around Docker, they need an orchestration platform to help them manage their containerized apps. Kubernetes has emerged as one of the hottest and most important container orchestration platforms in the world. This book gets you up to speed fast!

Название: The Python Master
Автор: Austin Bingham, Robert Smallshire
Издательство: Lean Publishing
Год: 2020-04-24
Формат: PDF, EPUB, MOBI
Страниц: 209
Размер: 10 Mb
Язык: English

The Python Master is the culmination of our trilogy covering the core Python language. The material in these books is derived from Sixty North's popular and battle-tested training courses which have led thousands of programmers on a journey to being productive with Python.

Название: The Python Apprentice
Автор: Austin Bingham, Robert Smallshire
Издательство: Lean Publishing
Год: 2020-04-05
Формат: PDF
Страниц: 354
Размер: 17 Mb
Язык: English

The Python Apprentice together with The Python Journeyman and The Python Master comprise a trilogy of books on the Python programming language and the Python Standard Library. The material in these books is derived from Sixty North's popular and battle-tested training courses which have led thousands of programmers on a journey to being productive with Python.

Название: The Python Journeyman
Автор: Austin Bingham, Robert Smallshire
Издательство: Lean Publishing
Год: 2020-06-05
Формат: PDF, EPUB, MOBI
Страниц: 425
Размер: 17 Mb
Язык: English

The Python Journeyman is the second book in our trilogy covering the core Python language. The material in these books is derived from Sixty North's popular and battle-tested training courses which have led thousands of programmers on a journey to being productive with Python.